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The Science of Computer BenchmarkingThe Science of Computer Benchmarking

Roger W. Hockney



Software, Environment, and Tools 2

This book provides an introduction to computer benchmarking. Hockney includes material concerned with the definition of performance parameters and metrics and defines a set of suitable metrics with which to measure performance and units with which to express them. He also presents new ideas resulting from the application of dimensional analysis to the field of computer benchmarking. This results in the definition of a dimensionless universal scaling diagram that completely describes the scaling properties of a class of computer benchmarks on a single diagram, for all problem sizes and all computers describable by a defined set of hardware parameters.

The principle of computational similarity, which states the requirements for two computer programs to have the same optimum self-speedup, optimum number of processors, and scaling is also described.

Audience

Research workers and graduate students in performance evaluation from both academe and industry; those in industry charged with evaluating the relative performance of parallel computers for purchase; industrial staff charged with running benchmarks for customers. The book can also be used as a text for a tutorial on computer benchmarking or as a supplementary junior or senior undergraduate text in courses on high performance, parallel, and scientific computing.

1995 / xii + 129 pages / Softcover / ISBN-13: 978-0-898713-63-3 / ISBN-10: 0-89871-363-3 /
List Price $43.00 / SIAM Member Price $30.10 / Order Code SE02
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